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   <div id="projectname">Reranker Framework (ReFr)
   
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   <div id="projectbrief">Reranking framework for structure prediction and discriminative language modeling</div>
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Variables</h2></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">tuple&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a70a90c07b0d4bb4dff7d8912d00fc5cf">optParse</a> = OptionParser()</td></tr>
<tr><td class="mdescLeft">&#160;</td><td class="mdescRight">The following arguments are available to <a class="el" href="hadoop-run_8py.html" title="A python program which will train a reranking model on a Hadoop cluster using the Iterative Parameter...">hadoop-run.py</a>.  <a href="#a70a90c07b0d4bb4dff7d8912d00fc5cf"></a><br/></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a3935d70733fa64c4ad3b0526a8ced2b9">help</a> = &quot;Location of hadoop installation. If not set, &quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#ac6a679f329c1e5434af2aabdfbfa610a">default</a> = &quot;&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#ab12a73005bb25b5a9695d359571a3b3e">action</a> = &quot;append&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#af439498523072fc119fa5ed248f399e9">hadooproot</a> = options.hadooproot</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#af780d860089b1ed86b289118d7bb8e09">streamingloc</a> = options.streamingloc</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a3bec14631fcfd1766537753d2de16d78">tmppath</a> = &quot;/contrib/streaming&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">tuple&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a9c952cd08d17abdf2b70ff7db0124ca2">streamingjar</a> = glob.glob(<a class="el" href="namespacehadoop-run.html#a3bec14631fcfd1766537753d2de16d78">tmppath</a> + &quot;/hadoop-streaming*.jar&quot;)</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">list&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a0cbddcac92897f1138fbf5874a467125">filenames</a> = []</td></tr>
<tr><td class="mdescLeft">&#160;</td><td class="mdescRight">Collect input filenames.  <a href="#a0cbddcac92897f1138fbf5874a467125"></a><br/></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">tuple&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a0147327a948ba744feacf4311d120624">hdproc</a></td></tr>
<tr><td class="mdescLeft">&#160;</td><td class="mdescRight">Create output directory if it does not exist.  <a href="#a0147327a948ba744feacf4311d120624"></a><br/></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a9835c3ab1482d09301f4b658c28fe2cc">train_map_options</a> = &quot;&quot;</td></tr>
<tr><td class="mdescLeft">&#160;</td><td class="mdescRight">Configuration for training optionsOptions passed to the mapper binary.  <a href="#a9835c3ab1482d09301f4b658c28fe2cc"></a><br/></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a7dad76e7434cf8a25ac583bd9606aa12">train_files</a> = &quot;&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">tuple&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a676e472b0b6770ad4b06a6582b24a5a0">train_map</a></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a66112611af16f304a90d19eeb7807faf">extractsym_map</a> = &quot;'&quot;</td></tr>
<tr><td class="mdescLeft">&#160;</td><td class="mdescRight">Shortcuts to command-line programs.  <a href="#a66112611af16f304a90d19eeb7807faf"></a><br/></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a9f3638a00a52bea919f962b4e3dcbf22">compiledata_map</a> = &quot;'&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a8dd932a372d394533574108c5a6891ff">train_reduce</a> = &quot;/model-merge-reducer&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a466b974ea2319c752ee42a6c7fc26e7d">train_recomb</a> = &quot;/model-combine-shards&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a7cd180be7125e1b036878f420c5f8a6b">symbol_recomb</a> = &quot;/model-combine-symbols&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a50dc78a9f0ff850a3cc00a02f5584c43">pipeeval_options</a> = &quot;&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a56e2a3b19a01270934cd4f828db159d0">pipeeval</a> = &quot;/piped-model-evaluator&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#aac9abae550160bbf25c42395852a2730">hadoop_inputfiles</a> = &quot;&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a9342c00affa15bcdc88429e2d4d69e83">precompdevfile</a> = options.develdata</td></tr>
<tr><td class="mdescLeft">&#160;</td><td class="mdescRight">Precopilation of string features.  <a href="#a9342c00affa15bcdc88429e2d4d69e83"></a><br/></td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#ae78a065b3eb608a5856211edb4ee7a1a">symbol_dir</a> = &quot;/Symbols/&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a2f9e77fd2ea474bf35a773b8bf469d87">precomp_dir</a> = &quot;/Precompiled/&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a82ea895544777ec4d6e3bc944fa0c137">precompdev_dir</a> = &quot;/PrecompiledDev/&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a36c4796df68329c6bd8fcdd6b45af5ff">addl_data</a> = &quot;&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a5564609b5b72f32ec12a12fc1540dae8">symfile_name</a> = &quot;/&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a710f4968870f4e191ea575db56a192e7">cur_model</a> = options.inputmodel</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a7ef5e1b38b72801a5fc43f89e933cc90">converged</a> = False</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">tuple&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#acfb0d4d3206b9770b9d7d3fc4040a401">iteration</a> = int(options.startiter)</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a5e1715f08c5580daaa35b07acac7fd8f">prev_loss</a> = 9999</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">list&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a0b1f35d422c2531b6aac501a4a0fbe34">loss_history</a> = []</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#af6f26eafc2026ce792a3037cc01146c8">num_in_decline</a> = 0</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#ae00c11b0ec784431694519d4ef5035d7">best_loss_index</a> = 0</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a1bb9db73c46fb39ab3c03026a461d1c8">eval_cmd</a> = &quot; -d &quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">tuple&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a96482b5b1d7e80ee6061d559e622a402">evalio</a> = <a class="el" href="classpyutil_1_1_command_i_o.html">pyutil.CommandIO</a>(<a class="el" href="namespacehadoop-run.html#a1bb9db73c46fb39ab3c03026a461d1c8">eval_cmd</a>)</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a29c7856a0d1d420fa831801bd72aaac2">iter_str</a> = &quot;'&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a88eb645c6d5e451590df140f0a1ce8fd">model_output</a> = &quot;/&quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a696c38c00767bd4846d4a8f312f521ea">proc_cmd</a> = &quot; -o &quot;</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#ab913a16649b25375ec6afac29d20b21b">devtest_score</a> = 0</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#acccc808b1c10830f49ff1b785c460ddd">loss</a> = 0.0</td></tr>
<tr><td class="memItemLeft" align="right" valign="top">list&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacehadoop-run.html#a44e02ad404f4fa147620724c270dd9a6">diff</a> = <a class="el" href="namespacehadoop-run.html#a0b1f35d422c2531b6aac501a4a0fbe34">loss_history</a>[-1]</td></tr>
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<hr/><h2>Variable Documentation</h2>
<a class="anchor" id="ab12a73005bb25b5a9695d359571a3b3e"></a><!-- doxytag: member="hadoop&#45;run::action" ref="ab12a73005bb25b5a9695d359571a3b3e" args="" -->
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          <td class="memname">string hadoop-run::action = &quot;append&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00111">111</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a36c4796df68329c6bd8fcdd6b45af5ff"></a><!-- doxytag: member="hadoop&#45;run::addl_data" ref="a36c4796df68329c6bd8fcdd6b45af5ff" args="" -->
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          <td class="memname">tuple hadoop-run::addl_data = &quot;&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00319">319</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="ae00c11b0ec784431694519d4ef5035d7"></a><!-- doxytag: member="hadoop&#45;run::best_loss_index" ref="ae00c11b0ec784431694519d4ef5035d7" args="" -->
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          <td class="memname">tuple hadoop-run::best_loss_index = 0</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00358">358</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a9f3638a00a52bea919f962b4e3dcbf22"></a><!-- doxytag: member="hadoop&#45;run::compiledata_map" ref="a9f3638a00a52bea919f962b4e3dcbf22" args="" -->
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          <td class="memname">string hadoop-run::compiledata_map = &quot;'&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00285">285</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a7ef5e1b38b72801a5fc43f89e933cc90"></a><!-- doxytag: member="hadoop&#45;run::converged" ref="a7ef5e1b38b72801a5fc43f89e933cc90" args="" -->
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          <td class="memname">hadoop-run::converged = False</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00352">352</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a710f4968870f4e191ea575db56a192e7"></a><!-- doxytag: member="hadoop&#45;run::cur_model" ref="a710f4968870f4e191ea575db56a192e7" args="" -->
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          <td class="memname">hadoop-run::cur_model = options.inputmodel</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00351">351</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="ac6a679f329c1e5434af2aabdfbfa610a"></a><!-- doxytag: member="hadoop&#45;run::default" ref="ac6a679f329c1e5434af2aabdfbfa610a" args="" -->
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          <td class="memname">int hadoop-run::default = &quot;&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00103">103</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="ab913a16649b25375ec6afac29d20b21b"></a><!-- doxytag: member="hadoop&#45;run::devtest_score" ref="ab913a16649b25375ec6afac29d20b21b" args="" -->
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          <td class="memname">tuple hadoop-run::devtest_score = 0</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00385">385</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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          <td class="memname">list hadoop-run::diff = <a class="el" href="namespacehadoop-run.html#a0b1f35d422c2531b6aac501a4a0fbe34">loss_history</a>[-1]</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00397">397</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a1bb9db73c46fb39ab3c03026a461d1c8"></a><!-- doxytag: member="hadoop&#45;run::eval_cmd" ref="a1bb9db73c46fb39ab3c03026a461d1c8" args="" -->
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          <td class="memname">string hadoop-run::eval_cmd = &quot; -d &quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00360">360</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a96482b5b1d7e80ee6061d559e622a402"></a><!-- doxytag: member="hadoop&#45;run::evalio" ref="a96482b5b1d7e80ee6061d559e622a402" args="" -->
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          <td class="memname">tuple hadoop-run::evalio = <a class="el" href="classpyutil_1_1_command_i_o.html">pyutil.CommandIO</a>(<a class="el" href="namespacehadoop-run.html#a1bb9db73c46fb39ab3c03026a461d1c8">eval_cmd</a>)</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00363">363</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a66112611af16f304a90d19eeb7807faf"></a><!-- doxytag: member="hadoop&#45;run::extractsym_map" ref="a66112611af16f304a90d19eeb7807faf" args="" -->
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<p>Shortcuts to command-line programs. </p>

<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00284">284</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a0cbddcac92897f1138fbf5874a467125"></a><!-- doxytag: member="hadoop&#45;run::filenames" ref="a0cbddcac92897f1138fbf5874a467125" args="" -->
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<p>Collect input filenames. </p>

<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00237">237</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="aac9abae550160bbf25c42395852a2730"></a><!-- doxytag: member="hadoop&#45;run::hadoop_inputfiles" ref="aac9abae550160bbf25c42395852a2730" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00294">294</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="af439498523072fc119fa5ed248f399e9"></a><!-- doxytag: member="hadoop&#45;run::hadooproot" ref="af439498523072fc119fa5ed248f399e9" args="" -->
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          <td class="memname">string hadoop-run::hadooproot = options.hadooproot</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00193">193</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<b>Initial value:</b><div class="fragment"><pre class="fragment"><a name="l00001"></a><a class="code" href="namespacehadoop-run.html">00001</a> hadooputil.HadoopInterface(hadooproot,
<a name="l00002"></a>00002                                     streamingloc,
<a name="l00003"></a>00003                                     options.minsplitsize,
<a name="l00004"></a>00004                                     options.tasktimeout, 
<a name="l00005"></a>00005                                     options.libpath)
</pre></div>
<p>Create output directory if it does not exist. </p>
<p>HadoopInterface object used to process all Hadoop MR utils. </p>

<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00256">256</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a3935d70733fa64c4ad3b0526a8ced2b9"></a><!-- doxytag: member="hadoop&#45;run::help" ref="a3935d70733fa64c4ad3b0526a8ced2b9" args="" -->
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          <td class="memname">string hadoop-run::help = &quot;Location of hadoop installation. If not set, &quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00101">101</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a29c7856a0d1d420fa831801bd72aaac2"></a><!-- doxytag: member="hadoop&#45;run::iter_str" ref="a29c7856a0d1d420fa831801bd72aaac2" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00373">373</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="acfb0d4d3206b9770b9d7d3fc4040a401"></a><!-- doxytag: member="hadoop&#45;run::iteration" ref="acfb0d4d3206b9770b9d7d3fc4040a401" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00354">354</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="acccc808b1c10830f49ff1b785c460ddd"></a><!-- doxytag: member="hadoop&#45;run::loss" ref="acccc808b1c10830f49ff1b785c460ddd" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00389">389</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a0b1f35d422c2531b6aac501a4a0fbe34"></a><!-- doxytag: member="hadoop&#45;run::loss_history" ref="a0b1f35d422c2531b6aac501a4a0fbe34" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00356">356</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a88eb645c6d5e451590df140f0a1ce8fd"></a><!-- doxytag: member="hadoop&#45;run::model_output" ref="a88eb645c6d5e451590df140f0a1ce8fd" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00381">381</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="af6f26eafc2026ce792a3037cc01146c8"></a><!-- doxytag: member="hadoop&#45;run::num_in_decline" ref="af6f26eafc2026ce792a3037cc01146c8" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00357">357</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a70a90c07b0d4bb4dff7d8912d00fc5cf"></a><!-- doxytag: member="hadoop&#45;run::optParse" ref="a70a90c07b0d4bb4dff7d8912d00fc5cf" args="" -->
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<p>The following arguments are available to <a class="el" href="hadoop-run_8py.html" title="A python program which will train a reranking model on a Hadoop cluster using the Iterative Parameter...">hadoop-run.py</a>. </p>
<dl class="params"><dt><b>Parameters:</b></dt><dd>
  <table class="params">
    <tr><td class="paramdir">[in]</td><td class="paramname">hadooproot</td><td>Location of hadoop installation. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">refrbin</td><td>Location of the Reranker Framework bin directory. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">develdata</td><td>Location of development data. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Location of input data on local FS. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">hdfsinputdir</td><td>Location of input data on HDFS. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">hdfsoutputdir</td><td>Output directory (on HDFS) - will be removed before each iteration. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">outputdir</td><td>Output directory. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">inputmodel</td><td>Name of model to start with. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">inputmodeliter</td><td>Iteration number of input model (will start with next iteration). </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">modelname</td><td>Name of model file (new models written to --outputdir). </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">maxiter</td><td>Maximum number of iterations to run. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">numreducer</td><td>Number of reducers. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">streamingloc</td><td>Location under hadooproot for streaming jar file. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">libpath</td><td>Specify the LD_LIBRARY_PATH for jobs run on Hadoop. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">splitsize</td><td>Min size f each data split. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">tasktimeout</td><td>Amount of time (seconds) for task to run (e.g., loading mode) before processing the next input record. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">force</td><td>Force all data processing even if files exist. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">forcecompile</td><td>Force precomilation if applicable. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">compilefeatures</td><td>Compile features before processing. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">maxdecline</td><td>Number of iterations in decline before stopping </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">model-config</td><td>Model configuration file </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">train-config</td><td>Feature extractor configuration file for training </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">dev-config</td><td>Feature extractor configuration file for dev </td></tr>
  </table>
  </dd>
</dl>

<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00099">99</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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          <td class="memname">string hadoop-run::pipeeval = &quot;/piped-model-evaluator&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00292">292</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a50dc78a9f0ff850a3cc00a02f5584c43"></a><!-- doxytag: member="hadoop&#45;run::pipeeval_options" ref="a50dc78a9f0ff850a3cc00a02f5584c43" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00289">289</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a2f9e77fd2ea474bf35a773b8bf469d87"></a><!-- doxytag: member="hadoop&#45;run::precomp_dir" ref="a2f9e77fd2ea474bf35a773b8bf469d87" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00313">313</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a82ea895544777ec4d6e3bc944fa0c137"></a><!-- doxytag: member="hadoop&#45;run::precompdev_dir" ref="a82ea895544777ec4d6e3bc944fa0c137" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00314">314</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Precopilation of string features. </p>
<p>Optional - reduces the size of the models, but takes time to create initial precompiled data. </p>

<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00301">301</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00355">355</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a696c38c00767bd4846d4a8f312f521ea"></a><!-- doxytag: member="hadoop&#45;run::proc_cmd" ref="a696c38c00767bd4846d4a8f312f521ea" args="" -->
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00382">382</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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          <td class="memname">tuple hadoop-run::streamingjar = glob.glob(<a class="el" href="namespacehadoop-run.html#a3bec14631fcfd1766537753d2de16d78">tmppath</a> + &quot;/hadoop-streaming*.jar&quot;)</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00215">215</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00205">205</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00312">312</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00288">288</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00326">326</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00210">210</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00268">268</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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          <td class="memname">tuple hadoop-run::train_map</td>
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<b>Initial value:</b><div class="fragment"><pre class="fragment"><a name="l00001"></a><a class="code" href="namespacehadoop-run.html">00001</a> (<span class="stringliteral">&quot;&#39;&quot;</span> + options.refrbin + <span class="stringliteral">&quot;/run-model&quot;</span> + train_map_options +
<a name="l00002"></a>00002             <span class="stringliteral">&quot; --train - --mapper -m -&quot;</span>)
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00275">275</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a9835c3ab1482d09301f4b658c28fe2cc"></a><!-- doxytag: member="hadoop&#45;run::train_map_options" ref="a9835c3ab1482d09301f4b658c28fe2cc" args="" -->
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          <td class="memname">hadoop-run::train_map_options = &quot;&quot;</td>
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<p>Configuration for training optionsOptions passed to the mapper binary. </p>

<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00265">265</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a466b974ea2319c752ee42a6c7fc26e7d"></a><!-- doxytag: member="hadoop&#45;run::train_recomb" ref="a466b974ea2319c752ee42a6c7fc26e7d" args="" -->
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          <td class="memname">string hadoop-run::train_recomb = &quot;/model-combine-shards&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00287">287</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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<a class="anchor" id="a8dd932a372d394533574108c5a6891ff"></a><!-- doxytag: member="hadoop&#45;run::train_reduce" ref="a8dd932a372d394533574108c5a6891ff" args="" -->
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          <td class="memname">string hadoop-run::train_reduce = &quot;/model-merge-reducer&quot;</td>
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<p>Definition at line <a class="el" href="hadoop-run_8py_source.html#l00286">286</a> of file <a class="el" href="hadoop-run_8py_source.html">hadoop-run.py</a>.</p>

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